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Table 4 Comparison of prediction performance of ddE approach between MW > 500 and ≤ 500

From: Local QSAR based on quantum chemistry calculations for the stability of nitrenium ions to reduce false positive outcomes from standard QSAR systems for the mutagenicity of primary aromatic amines

MW

Ames

ddE (cutoff -5 kcal/mol)

Sum

 
  

 + 

-

  

 > 500

 + 

4

4

8

50.0% sensitivity

-

36

24

60

40.0% specificity

 

10.0%a

85.7%b

 

41.2% accuracy

 ≤ 500

 + 

305

104

409

74.6% sensitivity

-

151

394

545

72.3% specificity

 

66.9%a

79.1%b

 

73.3% accuracy

  1. aPositive prediction value
  2. bNegative prediction value